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adversarial-example

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makcedward / nlpaug

Data augmentation for NLP

nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks

Updated Oct 23, 2026
Jupyter Notebook

AdvBox

advboxes / AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

security machine-learning deep-learning paddlepaddle adversarial-example adversarial-examples onnx fgsm adversarial-attacks deepfool graphpipe

Updated Feb 15, 2023
Jupyter Notebook

BorealisAI / advertorch

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

Updated Sep 14, 2023
Jupyter Notebook

thunlp / OpenAttack

An Open-Source Package for Textual Adversarial Attack.

nlp natural-language-processing pytorch adversarial-example adversarial-attacks

Updated Jul 20, 2023
Python

hendrycks / natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

imagenet robustness adversarial-example adversarial-attacks domain-generalization ml-safety

Updated Mar 23, 2024
Python

utkuozbulak / pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques

pytorch gradient-ascent pytorch-tutorial adversarial-example fooling-images fast-gradient-sign

Updated Dec 3, 2018
Python

1Konny / FGSM

Simple pytorch implementation of FGSM and I-FGSM

adversarial-example adversarial-attacks machine-learning-security

Updated Mar 21, 2018
Python

dongyp13 / Non-Targeted-Adversarial-Attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

adversarial-example

Updated Oct 30, 2019
Python

ashafahi / free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

attack classification robust adversarial robustness adversarial-learning attack-defense adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks

Updated May 3, 2024
Python

jsikyoon / adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

tensorflow adversarial-example fgsm capsule-network

Updated Nov 9, 2017
Python

wanglouis49 / pytorch-adversarial_box

PyTorch library for adversarial attack and training

pytorch adversarial-learning adversarial-example adversarial-examples fgsm

Updated Jan 16, 2019
Python

OmidPoursaeed / Generative_Adversarial_Perturbations

Generative Adversarial Perturbations (CVPR 2018)

deep-learning generative-model cvpr adversarial-example adversarial-attacks cvpr2018

Updated Dec 16, 2020
Python

jeromerony / fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

machine-learning adversarial-example adversarial-attacks

Updated Nov 25, 2020
Python

dongyp13 / Targeted-Adversarial-Attack

A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition

adversarial-example targeted-attacks

Updated May 29, 2018
Python

idrl-lab / Adversarial-Attacks-on-Object-Detectors-Paperlist

A Paperlist of Adversarial Attack on Object Detection

adversarial-machine-learning adversarial-example adversarial-attacks

Updated Mar 16, 2023

cuge1995 / awesome-3D-point-cloud-attacks

List of state of the art papers, code, and other resources

deep-learning point-cloud defense attacks adversarial-example adversarial-attacks adversarial-point-clouds

Updated Dec 3, 2022

rakutentech / stAdv

Spatially Transformed Adversarial Examples with TensorFlow

tensorflow adversarial-example

Updated Nov 3, 2018
Python

prabhant / synthesizing-robust-adversarial-examples

My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW

machine-learning reproducibility adversarial-machine-learning adversarial-example

Updated Apr 5, 2018
Jupyter Notebook

iamaaditya / pixel-deflection

Deflecting Adversarial Attacks with Pixel Deflection

deep-learning adversarial-machine-learning adversarial-example

Updated Jun 21, 2018
Jupyter Notebook

PKUAI26 / AT-CNN

Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks

adversarial-example interpretable-deep-learning

Updated Aug 8, 2019
Python

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